In Python, mutable types like lists and dictionaries can have their contents changed, whereas immutable types like integers, strings, and tuples cannot. This distinction is crucial as it affects how variables interact with memory. When you modify a mutable object, you are changing the object itself. However, modifying an immutable object creates a new object in memory. Understanding this helps prevent unintended side effects in functions and when passing variables between scopes.